To avoid assigning zero vs assigning one probability

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Looking on the internet deeply has found these results:

to avoid assigning zero is the most popular phrase on the web. 

assigning one probability

12 results on the web

to avoid assigning zero

158 results on the web

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Some examples and use cases from the internet:

Some examples and use cases from the internet:

  • At one ex
  • treme, the MLN can add little to logic, treating the whole knowledge base as a single formula, and assigning one probability to the worlds that satisfy it.
  • This feature was represented by assigning one probability density for the time between successive steps by a random walk in the bulk, and another for the time  ...
  • Maximum likelihood estimation of trigrams is straightforward (count!) but to avoid assigning zero probabilities smoothing and discounting must be employed.
  • One role is to avoid assigning zero probabilities to words that have not occurred in a document and the other is to accommodate generation of common words in ...
  • In this paper, we compare several smoothing techniques such as backing
  • Smoothing basically means to adjust the maximum likelihood estimate slightly to avoid assigning zero probability to any word, which also generally improves the ...
  • off or interpolation that are used to avoid assigning zero probability to any sentence.

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